If you're still wondering whether deep learning has any real use cases, you may have found the answer: Jacques Mattheij has managed to build a pretty decent Lego sorter using deep learning and was surprised to find how the results of one afternoon of experiments with VGG-16 beat all his previous classifiers by a large margin.